Publication lists for CIDA members

1. We will provide you with a list of author names and ranks of CIDA members from the last 5 years.
2. Can you please develop a script in python (or R) to pull the citations and abstracts(?) from google scholar and pubmed (please merge these data sources to not have duplicate citations). You can use R to analysis to build your skills.
3. I would like to have picture of the distribution (histogram) of the number of papers published per calendar year by individual and by faculty rank. We can give you the faculty rank categories.
4. I would like to know the mean, median, sd, and interquartile range of the number of publications per person and these numbers by rank. I would like to know the number of journals we have published in and average number and range for the journals.
5. network graph of connections between team members (Alex has code from a project).
6. network graph of connections with first and senior authors.
7. Do these numbers and charts by year from 2017-2023.

The distribution of the number of papers by individual

pub_year	mean	num_publication	num_members
2017	6.909091	152	22
2018	6.068966	176	29
2019	5.270270	195	37
2020	6.138889	221	36
2021	5.347826	246	46
2022	7.555556	340	45
2023	6.434783	296	46

Summary table of publications number per member

CIDA_member	Mean	Median	sd	IQR	Num_years
Mary Sammel	26.429	23.0	8.522	15.50	7
Alexander Kaizer	24.857	26.0	9.245	10.00	7
Katherina Kechris	14.714	15.0	4.461	6.00	7
Ryan Peterson	10.714	8.0	6.800	10.00	7
Sarah Schmiege	10.571	11.0	3.823	5.50	7
Zachary Giano	9.167	6.5	5.981	7.00	6
Diana Abbott	8.857	8.0	2.854	4.50	7
Sarah Ryan	8.143	8.0	3.532	5.00	7
Bailey Fosdick	7.714	8.0	3.861	6.50	7
Andrew Leroux	7.143	6.0	3.185	5.00	7
Nichole Carlson	7.143	7.0	2.610	3.00	7
Andrew Hammes	7.000	6.0	3.606	3.50	3
Laurel  Beaty	7.000	8.0	3.606	3.50	3
Ying Jin	7.000	7.0	4.163	4.00	7
Siyang Ren	6.750	6.5	4.924	3.75	4
Camille Hochheimer	5.571	6.0	3.047	4.50	7
Kayla Williamson	5.429	6.0	1.988	2.00	7
Laura Kaizer	5.400	3.0	4.159	4.00	5
Conner Jackson	5.200	3.0	3.962	7.00	5
Grace Bosma	5.000	6.0	3.606	3.50	3
Rachel Johnson	4.833	4.0	3.710	4.25	6
Jack Pattee	4.667	3.5	4.033	6.75	6
Heather  Smyth	4.500	4.0	3.209	3.00	6
Bryan McNair	4.286	5.0	1.976	3.00	7
Raymond Pomponio	4.200	5.0	2.775	3.00	5
Luke Patten	4.000	5.0	2.449	3.00	5
Christopher Mancuso	3.833	3.0	3.189	1.50	6
Sierra Niemiec	3.667	4.0	2.517	2.50	3
Cuining Liu	3.571	2.0	3.309	3.00	7
Samantha Roberts	3.429	3.0	1.512	1.50	7
Matthew Bolt	3.400	1.0	3.578	4.00	5
Mengli  Xiao	3.250	3.5	1.708	1.75	4
Yue Wang	3.143	3.0	2.035	1.50	7
Cheyret Wood	3.000	3.0	2.000	2.00	3
Harry Smith	3.000	3.5	1.673	2.50	6
Jared Rieck	3.000	3.0	2.828	2.00	2
Max McGrath	3.000	3.0	NA	0.00	1
Zhixin Lun	2.600	2.0	2.366	1.00	10
Thao Vu	2.167	1.0	1.835	2.25	6
Adane Wogu	2.000	2.0	0.894	1.50	6
William Lippitt	2.000	2.0	1.000	1.00	3
Debmalya Nandy	1.800	1.0	1.304	1.00	5
Mansooreh Ahmadian	1.667	1.0	1.211	0.75	6
Jessica Wild	1.500	1.0	1.000	0.50	4
Emileigh Willems	1.250	1.0	0.500	0.25	4
Colin Hensen	1.000	1.0	0.000	0.00	2
Heather Smyth	1.000	1.0	0.000	0.00	2
Ian Arriaga MacKenzie	1.000	1.0	0.000	0.00	4
Lauren Gunn	1.000	1.0	NA	0.00	1
Shannon Murphy	1.000	1.0	0.000	0.00	2

Journal number

Journal title	Num_publications
Fertility And Sterility	186
American Journal Of Obstetrics And Gynecology	90
Blood	44
Obstetrics And Gynecology	38
Gastroenterology	25
Contraception	24
Obesity	20
Plos One	20
Scientific Reports	19
Medrxiv	15
Science Translational Medicine	15
The Journal Of Clinical Endocrinology And Metabolism	14
Biological Psychiatry	12
Biometrics	12
Bmc Bioinformatics	12
Menopause (New York, Ny)	12
The Journal Of Infectious Diseases	12
Alzheimer’s And Dementia	11
Statistics In Medicine	11
Aps March Meeting Abstracts	10

Num_journals	Mean	Max
948	2.399789	186